Complexity of solving the Subset Sum problem with the branch-and-bound method with domination and cardinality filtering
- Authors: Kolpakov R.M.1,2, Posypkin M.A.2, Sin S.T.3
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Affiliations:
- Moscow State University
- Dorodnicyn Computing Centre
- Moscow Institute of Electronic Equipment
- Issue: Vol 78, No 3 (2017)
- Pages: 463-474
- Section: System Analysis and Operations Research
- URL: https://journals.rcsi.science/0005-1179/article/view/150559
- DOI: https://doi.org/10.1134/S0005117917030079
- ID: 150559
Cite item
Abstract
We obtain an exact upper bound on the complexity of solving the Subset Sum problem with a variation of the branch-and-bound method of a special form. Complexity is defined as the number of subproblems considered in the process of solving the original problem. Here we reduce the enumeration by using the domination relation. We construct an instance of the Subset Sum problem on which our bound is realized. The resulting bound is asymptotically twice smaller than the exact upper bound on the complexity of solving this problem with a standard version of the branch-and-bound method.
About the authors
R. M. Kolpakov
Moscow State University; Dorodnicyn Computing Centre
Author for correspondence.
Email: foroman@mail.ru
Russian Federation, Moscow; Moscow
M. A. Posypkin
Dorodnicyn Computing Centre
Email: foroman@mail.ru
Russian Federation, Moscow
Si Tu Tant Sin
Moscow Institute of Electronic Equipment
Email: foroman@mail.ru
Russian Federation, Moscow
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